Psychiatry

Latest AI and machine learning research in psychiatry for healthcare professionals.

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Safety and User Experience of a Generative Artificial Intelligence Digital Mental Health Intervention: Exploratory Randomized Controlled Trial.

BACKGROUND: General awareness and exposure to generative artificial intelligence (AI) have increased...

May 2025 40408143
[AI in mental healthcare: hope or hype?].

Artificial Intelligence (AI) holds promise for addressing significant challenges in mental healthcar...

May 2025 40391869
Multimodal Biomarkers for Schizophrenia: Towards Individual Symptom Severity Estimation

Studies on schizophrenia assessments using deep learning typically treat it as a classification ta...

Real-Time Stress Monitoring, Detection, and Management in College Students: A Wearable Technology and Machine-Learning Approach

College students are increasingly affected by stress, anxiety, and depression, yet face barriers t...

Beyond Empathy: Integrating Diagnostic and Therapeutic Reasoning with Large Language Models for Mental Health Counseling

Large language models (LLMs) hold significant potential for mental health support, capable of gene...

A Survey on Multilingual Mental Disorders Detection from Social Media Data

The increasing prevalence of mental health disorders globally highlights the urgent need for effec...

Unified Cross-Modal Attention-Mixer Based Structural-Functional Connectomics Fusion for Neuropsychiatric Disorder Diagnosis

Gaining insights into the structural and functional mechanisms of the brain has been a longstandin...

Physics-Guided Multi-View Graph Neural Network for Schizophrenia Classification via Structural-Functional Coupling

Clinical studies reveal disruptions in brain structural connectivity (SC) and functional connectiv...

A Risk Taxonomy for Evaluating AI-Powered Psychotherapy Agents

The proliferation of Large Language Models (LLMs) and Intelligent Virtual Agents acting as psychot...

The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support

Can small language models with 0.5B to 5B parameters meaningfully engage in trauma-informed, empat...

Self-GIVE: Associative Thinking from Limited Structured Knowledge for Enhanced Large Language Model Reasoning

When addressing complex questions that require new information, people often associate the questio...

Field-Portable Technology for Illicit Drug Discrimination via Deep Learning of Hybridized Reflectance/Fluorescence Spectroscopic Fingerprints.

Novel psychoactive substances (NPS) pose one of the greatest challenges across the illicit drug land...

May 2025 40329645
Machine Learning-Enabled Emotion Recognition by Multisource Throat Signals.

Emotion monitoring plays a crucial role in mental health management. However, traditional methods of...

May 2025 40329705
It's not you, it's me -- Global urban visual perception varies across demographics and personalities

Understanding people's preferences and needs is crucial for urban planning decisions, yet current ...

Personalized prediction of negative affect in individuals with serious mental illness followed using long-term multimodal mobile phenotyping.

Heightened negative affect is a core feature of serious mental illness. Over 90% of American adults ...

May 2025 40389399
Predicting Placebo Responses Using EEG and Deep Convolutional Neural Networks: Correlations with Clinical Data Across Three Independent Datasets.

Identifying likely placebo responders can help design more efficient clinical trials by stratifying ...

May 2025 40389790
ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents

Large language models (LLMs) increasingly power mental-health chatbots, yet the field still lacks ...

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review

Suicide remains one of the main preventable causes of death among active service members and veter...

The Way We Prompt: Conceptual Blending, Neural Dynamics, and Prompt-Induced Transitions in LLMs

Large language models (LLMs), inspired by neuroscience, exhibit behaviors that often evoke a sense...

Machine Learning-Based Clinical Decision Support System for Suicide Risk Management: The PERMANENS Project.

The PERMANENS European project addresses the global public health challenge of self-harm and suicide...

May 2025 40380420
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